QM's repositories
10-steps-to-become-a-data-scientist
📢 Ready to learn! you will learn 10 skills as data scientist:📚 Machine Learning, Deep Learning, Data Cleaning, EDA, Learn Python, Learn python packages such as Numpy, Pandas, Seaborn, Matplotlib, Plotly, Tensorfolw, Theano...., Linear Algebra, Big Data, Analysis Tools and solve some real problems such as predict house prices.
Complete-Python-3-Bootcamp
Course Files for Complete Python 3 Bootcamp Course on Udemy
Computational-statistics-with-Python
Resources for STA 633 class
data-science-ipython-notebooks
Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
dataanalysis
The lecture slides for Coursera's Data Analysis class
DataScienceSpCourseNotes
Compiled Notes for all 9 courses in the Coursera Data Science Specialization
DSND_Term2
Contains files related to content and project of DSND Term 2
fight-churn
Code from the book Fighting Churn With Data
FreeCodeCamp
The https://FreeCodeCamp.com open source codebase and curriculum. Learn to code and help nonprofits.
github-cheat-sheet
A list of cool features of Git and GitHub.
homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
intro-python-data-science
The Art of Data Science - Python @
mlcourse.ai
Open Machine Learning Course
pdfminer
Python PDF Parser
practical-machine-learning-with-python
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
Programs
Logical Programs
project-based-learning
Curated list of project-based tutorials
public-apis
A collective list of free APIs
pyconuk-introtutorial
practical introduction to pandas and scikit-learn via Kaggle problems
Python-Beginners-Guide
Learn basics of Python from scratch with self explanatory examples
python-fundamentals
Materials for teaching the Python FUNdamentals workshop at UC Berkeley's D-lab
R_Programming_E
:incoming_envelope: Team swirl's R Programming Course with Email Notifications
SpamClassifierOfficeHours
The code from my codementor office hours on an introduction to machine learning and natural language processing
you-get
:arrow_double_down: Dumb downloader that scrapes the web
zmPDSwR
Example R scripts and data for "Practical Data Science with R" by Nina Zumel and John Mount (Manning Publications)